| Efficient and Interpretable Neural Networks Using Complex Lehmer Transform | Jan 25, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification | Jan 24, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| An Efficient Real Time DDoS Detection Model Using Machine Learning Algorithms | Jan 24, 2025 | feature selection | —Unverified | 0 |
| Permutation-based multi-objective evolutionary feature selection for high-dimensional data | Jan 24, 2025 | Computational EfficiencyFeature Importance | —Unverified | 0 |
| Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation | Jan 23, 2025 | Deep Reinforcement LearningFeature Importance | —Unverified | 0 |
| Enhanced Extractor-Selector Framework and Symmetrization Weighted Binary Cross-Entropy for Edge Detections | Jan 23, 2025 | Edge Detectionfeature selection | —Unverified | 0 |
| Forecasting of Bitcoin Prices Using Hashrate Features: Wavelet and Deep Stacking Approach | Jan 22, 2025 | feature selection | —Unverified | 0 |
| Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection | Jan 22, 2025 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| "FRAME: Forward Recursive Adaptive Model Extraction -- A Technique for Advance Feature Selection" | Jan 21, 2025 | Computational Efficiencyfeature selection | —Unverified | 0 |
| DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence | Jan 20, 2025 | Explainable artificial intelligenceFeature Engineering | —Unverified | 0 |
| Multitask Auxiliary Network for Perceptual Quality Assessment of Non-Uniformly Distorted Omnidirectional Images | Jan 20, 2025 | feature selectionImage Quality Assessment | CodeCode Available | 0 |
| A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data | Jan 20, 2025 | Classificationfeature selection | —Unverified | 0 |
| Finding Reproducible and Prognostic Radiomic Features in Variable Slice Thickness Contrast Enhanced CT of Colorectal Liver Metastases | Jan 20, 2025 | feature selection | CodeCode Available | 0 |
| Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm | Jan 20, 2025 | Classificationfeature selection | —Unverified | 0 |
| An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer | Jan 19, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| Statistical Inference for Sequential Feature Selection after Domain Adaptation | Jan 17, 2025 | Domain Adaptationfeature selection | CodeCode Available | 0 |
| Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation | Jan 17, 2025 | feature selectionMarketing | —Unverified | 0 |
| Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version | Jan 16, 2025 | feature selection | CodeCode Available | 0 |
| Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval | Jan 16, 2025 | feature selectionIn-Context Learning | CodeCode Available | 0 |
| Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system | Jan 13, 2025 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| Dataset-Agnostic Recommender Systems | Jan 13, 2025 | Feature Engineeringfeature selection | —Unverified | 0 |
| A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier | Jan 12, 2025 | Cancer Classificationfeature selection | —Unverified | 0 |
| MRI Patterns of the Hippocampus and Amygdala for Predicting Stages of Alzheimer's Progression: A Minimal Feature Machine Learning Framework | Jan 10, 2025 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Multi-field Visualization: Trait design and trait-induced merge trees | Jan 8, 2025 | AttributeDictionary Learning | —Unverified | 0 |
| Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing | Jan 5, 2025 | DiversityEdge Detection | —Unverified | 0 |